Knowledge Panel shows wrong info: how to fix sources (without hacks)

If your Knowledge Panel shows the wrong job title, a weird bio, or facts you did not choose, here is the uncomfortable truth:

Google is not “reading your site wrong”. It is trusting another source more.

That is not a moral judgement. It is a risk decision.

Step 0: stop thinking “schema will fix it”

Schema helps resolve ambiguity. But it cannot override source hierarchy.

If a directory looks like a stable “people database”, it can dominate early.

Your job is to change the system’s confidence:

• reduce contradictions
• increase agreement across independent sources
• make your canonical person page citeable

The model behind this is here:

• How to get a Knowledge Panel for a person (system model)

Step 1: identify which sources Google is using

In practice, you can infer it from the SERP:

• which domains rank for name + alias
• which snippets repeat the panel’s wording
• which profiles appear in the “profiles” row

If one domain’s snippet reads like the panel, that domain is acting as a primary biography source.

Step 2: decide what your canonical “person source” is

Pick one page and treat it as the canonical biography source on your domain.

For Casinokrisa, that page is:

• /person/mikhail-drozdov

Supporting pages that reduce ambiguity:

• /identity
• /socials
• /press

Important: do not create 5 competing “bio” URLs. That creates ambiguity.

Step 3: make the canonical page speak “Knowledge Graph language”

KG likes banal, repeated assertions:

• “Mikhail Drozdov (Casinokrisa) is …”
• “Founder of …”
• “Official website …”
• “Primary profiles …”

It looks boring. It works because it lowers risk.

Step 4: fix the dominant external source (if it’s wrong)

If a directory is dominating and contains wrong or outdated info, you have two options:

1. Fix the directory (best when possible).
2. Out-compete it with stronger agreement elsewhere (slower, but works).

If the directory allows edits, do the boring thing:

• update job title to match your current positioning
• ensure the site link points to your canonical person page (not a random homepage)
• ensure the alias spelling matches

Step 5: align Tier‑1 profiles (this is where panels are won)

Pick 1–2 sentences and copy them into:

• LinkedIn
• Crunchbase
• GitHub
• X
• YouTube
• Telegram

And make sure each profile links back to:

• https://casinokrisa.com/person/mikhail-drozdov

Panels love agreement across independent sources.

Step 6: build one “independent profile” (optional but powerful)

If you already have Medium/Substack/HackerNoon profiles, great. The key is not “more profiles”. The key is a stable biography page on a non-owned domain that links back to your canonical person page.

This creates the triangle:

Your site ↔ independent profile ↔ social platforms

That triangle is what makes the person entity “real” to systems.

Step 7: stop changing identity signals for 6–8 weeks

This is the part most people fail.

If you keep changing:

• the handle list
• the bio line
• the canonical URLs

…you keep creating churn, which looks like risk.

Stability is the cheat code.

Quick checklist

• Canonical person page exists and is linked from nav/footer.
• Identity reference page exists and is indexable.
• /socials lists Tier‑1 profiles with rel="me".
• Posts reference the same Person entity as author.
• External profiles link back to the canonical person URL.
• Dominant directory source is corrected (or you deliberately out-compete it).